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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

M. Looso

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Review Open access Jul 2026

FRED enables standardized FAIR metadata generation and management for omics research

FRED is a generalized toolkit for FAIR metadata management in omics research based on a flexible, machine-readable YAML format designed for non-computational scientists and specialized facilities alike, and integrates into existing RDM infrastructure without requiring dedicated IT resources.

Jasmin Walter, C. Kuenne, Noah Knoppik et al. · 1 citation

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